Nonlinear Noise Cleaning in Gravitational-Wave Detectors With Convolutional Neural Networks

Currently, the sub-60 Hz sensitivity of gravitational-wave (GW) detectors like Advanced LIGO (aLIGO) is limited by the control noises from auxiliary degrees of freedom which nonlinearly couple to the main GW readout. One promising way to tackle this challenge is to perform nonlinear noise mitigation...

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Detalles Bibliográficos
Autores principales: Yu, Hang, Adhikari, Rana X.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Artificial Intelligence
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8969740/
https://www.ncbi.nlm.nih.gov/pubmed/35372828
http://dx.doi.org/10.3389/frai.2022.811563

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8969740/
https://www.ncbi.nlm.nih.gov/pubmed/35372828
http://dx.doi.org/10.3389/frai.2022.811563

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